Software Engineering Management
Technical direction, delivery systems and team development — connecting business priorities to maintainable engineering decisions.
Software Engineering Manager at Qwantyco · Agent Engineering
Pedro MelloI lead software teams and build reliable AI agents.
I lead software engineering at Qwantyco and focus on Agent Engineering and AI systems. I’m a LangChain Certified Agent Engineer.
My background in FinTech, DeFi and payment infrastructure informs how I approach reliability, security and complex product decisions.
Current roleSoftware Engineering Manager · Qwantyco
CertificationLangChain Certified Agent Engineer
ExperienceAgentic systems, FinTech, payments, DeFi
LangChain certification
Certified Agent Engineer.
Recognized for proficiency across the Agent Development Lifecycle with LangChain and LangSmith.
Current direction
Agents are software systems, not demos.
At Qwantyco, I manage software engineering in a company working across AI, cybersecurity, digital infrastructure and automation. My own focus is building agent systems with engineering discipline and measurable outcomes.
Agent Engineering
Purpose-built agents with explicit tools, evaluation loops, observability and human checkpoints instead of opaque AI wrappers.
Applied AI architecture
Thoughtful model integration, controlled data paths and practical infrastructure choices that make AI useful beyond a prototype.
Core strengths
What I bring to difficult engineering work.
These are the principles behind how I make decisions, lead teams and turn uncertain problems into working products.
Systems problem solving
I deconstruct ambiguous problems into constraints, decisions and testable steps — from production incidents to greenfield architecture.
Product-oriented engineering
I connect customer value, business strategy and technical execution so teams build the right system before optimizing the code.
Technology agnostic
The constraint chooses the tool. My background across Python, TypeScript, C# and Solidity helps me avoid framework-led decisions.
Formal foundations
Algorithms, data structures and computational reasoning give me a durable base for designing efficient, scalable software.
Technical leadership
I create clarity around architecture, ownership and delivery while giving engineers the context and trust to do their best work.
Constructive collaboration
Clear communication, empathy and an optimistic mindset make hard technical conversations safer and more productive.
Selected proof
Work grounded in real constraints.
Financial rules, multiple stakeholders, security requirements and production deadlines leave little room for vague architecture.
Web2 ↔ Web3 payment rails
Led a gateway connecting instant cryptocurrency payments, fiat settlement, collateral systems and automated stakeholder splits.
Private capital infrastructure
Built asset-management and distribution software for financial products in a private capital marketplace.
From architecture to the stage
Selected to present our marketplace solution at the Dubai FinTech Summit after helping turn the underlying idea into a working product.
Latest writing
Notes from the systems layer.
Why Every Manifold Sale Must Add Up to Zero
How Manifold uses a zero-sum, append-only ledger to split marketplace payments, reject accounting errors, handle reversals and isolate currencies.
Read article
Stop Mocking S3: How To Truly do S3 Integration Tests Locally for $0
Run reliable S3 integration tests locally with MinIO, Docker and the AWS SDK — without cloud credentials, fragile mocks or infrastructure costs.
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Architecting a Bulletproof CI Pipeline for a Scalable Next.js Project
A practical CI architecture for scalable Next.js projects using linting, formatting, commit checks and single-command integration tests.
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Fixing Docker DNS Resolution Issues with systemd-resolved on Linux
Diagnose and fix Docker DNS resolution failures caused by systemd-resolved on Ubuntu, Debian and other Linux distributions.
Read articleLet's work together
Building a team or an AI product?
I’m interested in engineering leadership and agent systems where clear product goals, reliability and responsible operations matter.